Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-30 1.170221 1.429059 1.762292 2.236656 2.919777 3.913182 5.566947
2025-04-06 0.811732 1.082115 1.482307 2.162518 3.404300 5.898854 12.689636
2025-04-13 0.637455 0.896277 1.314710 2.118464 3.881789 8.647561 32.599004
2025-04-20 0.562513 0.829217 1.296730 2.309326 5.023404 15.849764 226.979701
2025-04-27 0.500478 0.763801 1.254402 2.424210 6.169334 29.165304 NaN
2025-05-04 0.443306 0.692738 1.177595 2.417623 6.989900 50.301026 NaN
2025-05-11 0.392412 0.622982 1.084255 2.323376 7.402895 79.760458 NaN
2025-05-18 0.361919 0.585875 1.050299 2.379358 8.684356 201.537670 NaN
2025-05-25 0.340502 0.562409 1.040239 2.505054 10.768340 1315.588410 NaN
2025-06-01 0.315863 0.528658 0.998491 2.508551 12.202823 163234.611323 NaN
2025-06-08 0.290083 0.489211 0.935292 2.409658 12.672597 NaN NaN
2025-06-15 0.277064 0.474479 0.930006 2.526137 15.847189 NaN NaN
2025-06-22 0.260956 0.451741 0.901322 2.545290 18.403817 NaN NaN
2025-06-29 0.243391 0.424043 0.855131 2.473023 19.621447 NaN NaN
2025-07-06 0.228586 0.400855 0.817267 2.422886 21.291087 NaN NaN
2025-07-13 0.223833 0.399223 0.837725 2.656198 31.797988 NaN NaN
2025-07-20 0.216526 0.390957 0.837985 2.797264 44.155459 NaN NaN
2025-07-27 0.206247 0.374803 0.812479 2.789198 52.151454 NaN NaN
2025-08-03 0.194521 0.354293 0.771072 2.673581 53.293828 NaN NaN
2025-08-10 0.187791 0.344888 0.761733 2.742210 70.996428 NaN NaN
2025-08-17 0.183171 0.340005 0.765429 2.896849 113.245680 NaN NaN
2025-08-24 0.176110 0.328645 0.747019 2.901163 145.752582 NaN NaN
2025-08-31 0.167456 0.312798 0.712257 2.779418 146.793808 NaN NaN